A non-destructive method for crack quantification in photovoltaic backsheets under accelerated and real-world exposures
| dc.contributor.author | Klinke, Addison G. | |
| dc.contributor.author | Gök, Abdülkerim | |
| dc.contributor.author | Ifeanyi, Silas I. | |
| dc.contributor.author | Bruckman, Laura S. | |
| dc.date.accessioned | 2025-10-29T11:23:32Z | |
| dc.date.issued | 2018 | |
| dc.department | Fakülteler, Temel Bilimler Fakültesi, Matematik Bölümü | |
| dc.department | Fakülteler, Mühendislik Fakültesi, Malzeme Bilimi ve Mühendisliği Bölümü | |
| dc.description.abstract | The long-term durability of photovoltaic modules is paramount for the continued growth of the industry. Polymer backsheets are of particular concern since they provide electrical insulation and an environmental barrier. In this study, 23 freestanding, multilayer backsheets with nine unique material combinations underwent four different weathering exposures under accelerated and real-world conditions. Besides changes in color and gloss, the induced degradation included parallel or mudflat cracks on II backsheets, sometimes in combination with delamination or blistering. Similar degradation has been observed in previous studies and is concerning since cracks compromise the mechanical integrity and electrical safety of backsheets. Quantitative parameters are desirable to reliably classify categories of cracks and supply unbiased features for statistical analysis in predictive lifetime models. We developed an analysis technique that utilizes surface profilometry data to quantify the depth, width, area, spacing, and number of cracks. Parameters are automatically extracted from the raw data by an algorithm running on a high performance distributed computing cluster. Our algorithm excelled at characterizing parallel cracks with minimal de-adhesion, and only an estimated 4% of crack detections were false positives. The addition of humidity and temperature variation formed up to three times as many cracks on a photodose basis compared to dry, constant temperature exposures. Cracks in real-world and accelerated exposures propagated to similar depths with equivalent photodoses; however, the number of cracks formed in accelerated exposures was far greater on a photodose basis. Of samples that cracked, the best performing backsheet configuration was polyvinyl fluoride/poly (ethylene-terephthalate)/polyethylene (PVF/PET/PE) while the least durable was PET/PET/ethylene-vinyl acetate. None of the six PVF/PET/PVF backsheets cracked in any of the exposures. (C) 2018 Elsevier Ltd. All rights reserved. | |
| dc.description.sponsorship | Materials for Opto/electronics Research and Education (MORE) Center (Ohio Third Frontier grant) [TECH 09-021] | |
| dc.description.sponsorship | Department of Energy's SunShot PREDICTS2 program [DE-EE0007143] | |
| dc.description.sponsorship | Solar Durability and Lifetime Extension (SDLE) Research Center (Ohio Third Frontier, Wright Project Program Award) [Tech 12-004] | |
| dc.description.sponsorship | This research made use of the following core facilities and research centers at Case Western Reserve University: the Solar Durability and Lifetime Extension (SDLE) Research Center (Ohio Third Frontier, Wright Project Program Award Tech 12-004), the Materials for Opto/electronics Research and Education (MORE) Center (Ohio Third Frontier grant TECH 09-021), and the High Performance Computing Resource in the Core Facility for Advanced Research Computing. The authors would also like to acknowledge support from the Department of Energy's SunShot PREDICTS2 program (DE-EE0007143). | |
| dc.identifier.doi | 10.1016/j.polymdegradstab.2018.05.008 | |
| dc.identifier.endpage | 254 | |
| dc.identifier.issn | 0141-3910 | |
| dc.identifier.issn | 1873-2321 | |
| dc.identifier.orcid | 0000-0003-3433-7106 | |
| dc.identifier.orcid | 0000-0003-1271-1072 | |
| dc.identifier.scopus | 2-s2.0-85047261786 | |
| dc.identifier.scopusquality | Q1 | |
| dc.identifier.startpage | 244 | |
| dc.identifier.uri | https://doi.org/10.1016/j.polymdegradstab.2018.05.008 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14854/9510 | |
| dc.identifier.volume | 153 | |
| dc.identifier.wos | WOS:000436054600024 | |
| dc.identifier.wosquality | Q1 | |
| dc.indekslendigikaynak | Web of Science | |
| dc.indekslendigikaynak | Scopus | |
| dc.language.iso | en | |
| dc.publisher | Elsevier Sci Ltd | |
| dc.relation.ispartof | Polymer Degradation and Stability | |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.snmz | KA_WOS_20251020 | |
| dc.subject | Photovoltaic | |
| dc.subject | Backsheet | |
| dc.subject | Cracking | |
| dc.subject | Data science | |
| dc.subject | Predictive lifetime models | |
| dc.subject | Degradation science | |
| dc.title | A non-destructive method for crack quantification in photovoltaic backsheets under accelerated and real-world exposures | |
| dc.type | Article |








